在汽轮机转子钢热脆性电化学法无损检测技术的开发中,将遗传规划法应用到30Cr2MoV钢脆性转变温度预测模型的建立中,以提高其检测精度.把材料的脆性转变温度作为预测模型的因变量,将动电位再活化法测得的二次活化峰电流密度、电解液温度、材料的化学成分参数(J参数)、材料中Cr含量和晶粒度作为自变量.将因变量和自变量的试验测定结果分为训练样本数据和检验样本数据.依据训练样本数据,经过遗传规划法求得最优预测模型,并用检验样本数据对所得的预测模型进行检验.结果表明,所得预测模型的预测误差为士20℃,模型精度比采用传统的多元线性回归法得到的模型高1倍多.因此,可以将遗传规划法应用到汽轮机转子钢预测模型的建立中.
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